Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-08 1.114563 1.355409 1.664448 2.102903 2.732210 3.644531 5.159243
2025-06-15 0.820357 1.093901 1.501033 2.199437 3.494649 6.168988 13.868659
2025-06-22 0.653465 0.920536 1.356525 2.208166 4.135801 9.689454 43.411507
2025-06-29 0.541664 0.790446 1.222198 2.146500 4.589730 14.187466 203.168655
2025-07-06 0.467701 0.701279 1.126598 2.108533 5.090213 21.397021 36087.736624
2025-07-13 0.434353 0.672663 1.132718 2.302399 6.615656 49.485133 NaN
2025-07-20 0.400704 0.635853 1.110701 2.415978 8.144290 132.161476 NaN
2025-07-27 0.365470 0.589465 1.055827 2.410307 9.204863 388.275417 NaN
2025-08-03 0.331604 0.540475 0.984071 2.320604 9.693504 1310.592889 NaN
2025-08-10 0.310839 0.514309 0.959066 2.374356 11.458220 NaN NaN
2025-08-17 0.295966 0.497785 0.953175 2.495408 14.461172 NaN NaN
2025-08-24 0.277849 0.472125 0.919395 2.496816 16.506519 NaN NaN
2025-08-31 0.257416 0.439852 0.864511 2.396450 17.135440 NaN NaN
2025-09-07 0.247084 0.428042 0.860953 2.515124 22.364452 NaN NaN
2025-09-14 0.234256 0.409336 0.835516 2.526092 26.323869 NaN NaN
2025-09-21 0.220265 0.386677 0.795569 2.451250 28.053678 NaN NaN
2025-09-28 0.208535 0.367990 0.763944 2.405236 30.829218 NaN NaN
2025-10-05 0.205162 0.367692 0.784307 2.641043 50.710038 NaN NaN
2025-10-12 0.199363 0.361206 0.785516 2.780067 77.003227 NaN NaN
2025-10-19 0.190940 0.347817 0.763773 2.773111 95.620352 NaN NaN
2025-10-26 0.181212 0.330612 0.728041 2.663284 98.414295 NaN NaN
2025-11-02 0.175578 0.322666 0.719963 2.729047 145.301981 NaN NaN
2025-11-09 0.171697 0.318549 0.723305 2.877669 289.230094 NaN NaN